A paper entitled: “A systematic review of electroencephalography open datasets and its usage with deep learning models” has been accepted for publication by the IEEE Access Journal (Q2). This paper co-authored by Alberto Nogales Moyano and Alvaro José García Tejedor compiles a set […]
Tag: research
New article published: Audio Restoration using Deep Autoencoders
A new publication in the lab. In this case, Alberto Nogales Moyano and Alvaro José García Tejedor have published a paper entitled: “A Deep Learning framework for audio restoration using Convolutional/Deconvolutional Deep Autoencoders” in the journal Expert systems with applications. […]
New article published: DL on Infantile Epileptic Spasms
Journal “Computer Methods and Programs in Biomedicine” (Q1 in Computer Science) has accepted a paper entitled “Discriminating and understanding brain states in children with epileptic spasms using deep learning and graph metrics analysis of brain connectivity“. In this paper co-authored […]
New publication: DL on Abdominal Aortic Aneurysms
First paper of the year published by Alvaro José García Tejedor and Alberto Nogales Moyano and co-authored with angiovascular surgeon Fernando Gallardo and former CEIEC intern Miguel Pajares Hernández. In this paper titled “A semiautomatic method for obtaining a predictive deep learning model and a rule-based system […]
New paper published: BERT learns about Parkinson disease
We have a new publication, in this case, we have used BERT, a well-known model in Natural Language Processing, to diagnose Parkinson’s. This is the first time that BERT has been adapted to manage brain signals obtaining accuracies near to […]
CEIEC sends a poster to the MDS Congress
CEIEC has submitted a poster to the MDS conference on a biomarker based on natural language processing methods to detect the stages of Parkinson’s disease through the use of electroencephalograms.
UFV signs a collaboration agreement with ADAMO Robot
The UFV has signed an agreement with ADAMO Robot to carry out activities that promote the creation of new training projects, research, internships, employment and transfer of research results. Finding new treatments for musculoskeletal pain has become a priority and […]
GEMA
CEIEC has published a paper in Software Impacts journal entitled: “An open-source Python library for self-organizing-maps”. It explains the development of GEMA (GEnerador de Mapas Autoorganizados) a Python library developed for the creation and training of a neural model called self-organizing map. […]
New paper published for IntelliSys conference
CEIEC researchers Álvaro García Tejedor and Alberto Nogales will attend the IntelliSys 2022 conference in Amsterdam (The Netherlands) to present the paper “How do thermography colors influence breast cancer diagnosis? A hybrid model of convolutional networks with a weighted average […]
The ‘Universal Declaration’ of Artificial Intelligence
In 2020, Unesco began to develop the universal declaration of Artificial Intelligence, which was joined by groups of experts from the most advanced companies in technology and development, such as Google or Facebook. This has already been published (Report of […]